Feature Analysis and Data Delivery System (特徵分析與資料投放系統)

We use patented data transfer methods to deliver messages to social media or other channels, and to analyze readers' characteristics using patented artificial neural network algorithms. Based on the characteristics, it realizes automated audience analysis and accurate data delivery services.我們以專利的資料傳輸方法投放訊息於社群媒體或其他管道，並以專利的類神經網路演算法，追蹤並分析讀者的閱讀特徵。以讀者特徵為分析基礎，實現自動化的受眾分析及精準資料投放服務。

On the system architecture, we can extend by elasticity parallel architecture to achieve a large number of message data processing capabilities, and to avoid delays occur. After the message data is viewed by the reader, the collected reading record and the vector analysis related to the semantic meaning are used as the basis for distinguishing the user's interest characteristics. If the vector analysis data is combined with the traditional "subjective classification label", the image data is easier to understand as shown below. However, it must be specially stated that the "subjective classification label" is not useful in this algorithm. The audience analysis is directly achieved by using the vector calculation, and there is no need to manually process the feature label.在系統架構上，我們藉由可平行擴展的彈性系統架構，實現大量的訊息資料處理能力、並且避免延遲發生。投放的訊息資料被讀者閱覽之後，經回收閱讀動作紀錄與並進行語意相關的向量分析後，做為使用者興趣特徵的分辨基礎。倘若將向量分析資料結合傳統使用的「主觀分類標籤」，則可產生較容易理解的圖像化數據如下圖。但必須特別說明的是，「主觀分類標籤」在此演算法中並無用處，受眾分析是直接使用向量計算達成，無須人為處理特徵標籤。

Finally, the GDPR statement on personal data protection, we can provide users with the right to reject, correct, delete and output recorded data. All operations can be easily implemented on the user interface without the need for cumbersome setup operations, allowing the system to comply with international regulations.最後則是關於個人資料保護方面的 GDPR說明，在系統的實際建置上，我們能提供使用者拒絕、更正、刪除與攜帶紀錄數據的權利。所有操作都能簡便地在使用者操作介面上實現，無須繁瑣的設定操作，使系統在使用上符合國際法規規範。

We specialize in the invention of application methods, optimization of algorithm and system process development, so we look forward to working with copyright owners to achieve more efficient information transfer. Finally, welcome to contact us, if you have a service application requirement for social media.我們專精於應用方法的發明、最佳化演算法開發與系統流程建置，因此期盼能與版權的擁有者合作，協助實現更有效率的資訊傳遞。如果您有社群媒體方面的服務應用需求，歡迎與我們聯繫。